{"id":"W6947697176","doi":"10.4224/21275232","title":"Audit of contracts over $25,000 2007-2008: internal audit, NRC January 2009","year":2009,"lang":"en","type":"report","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Privy Council Office","funders":"","keywords":"Audit; Chief audit executive; Audit plan; Joint audit; Information technology audit; Internal audit; Procurement; Treasury","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01486152,0.0003601674,0.0003559023,0.003831077,0.002661737,0.003309435,0.0009870181,0.0009486751,0.008273726],"category_scores_gemma":[0.04443287,0.0005126689,0.0002039284,0.00443934,0.0007162846,0.0008593173,0.0009885277,0.00177305,0.005010177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115823,"about_ca_system_score_gemma":0.04303184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3163056,"about_ca_topic_score_gemma":0.3948126,"domain_scores_codex":[0.9798388,0.001056172,0.001358373,0.0006336555,0.015531,0.001582021],"domain_scores_gemma":[0.8913874,0.004678901,0.005439611,0.004482455,0.09156211,0.002449517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001793508,0.0002238337,0.03107288,0.0001628501,0.00001327047,0.0002691317,0.0008213597,0.0006910701,0.002256304,0.003811914,0.8737313,0.0867667],"study_design_scores_gemma":[0.00004508232,0.0001214352,0.2171932,0.0002403236,0.00001712036,0.0002914172,0.001275329,0.002383029,0.004852947,0.0005198843,0.7729647,0.00009549637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2750924,0.002784265,0.01383258,0.03033755,0.004544014,0.01346655,0.09551174,0.005585486,0.5588455],"genre_scores_gemma":[0.3511955,0.00289493,0.02397098,0.005078788,0.000710113,0.002769647,0.06595024,0.001295414,0.5461345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3163056,"threshold_uncertainty_score":0.628929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00805626830164716,"score_gpt":0.2850379710686053,"score_spread":0.2769817027669581,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}